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PeterWang512/GANSketching

A research system that customizes pre-trained GANs to match hand-drawn sketches, preserving color and texture while altering shape and pose.

709 stars Python Image · Video · Audio
GANSketching
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This project presents a method for customizing pre-trained GAN models using one or a few hand-drawn sketches as input. The system modifies the GAN to match the sketch while preserving other visual attributes like color, texture, and background. Released code includes training, evaluation, and pre-trained model weights for customizing GANs on various object categories.

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